Triple

T20287023
Position Surface form Disambiguated ID Type / Status
Subject Matthew Heineman E509908 entity
Predicate notableWork P4 FINISHED
Object Retrograde
Retrograde is a 2022 documentary film by Matthew Heineman that chronicles the final months of the U.S. withdrawal from Afghanistan and its impact on Afghan soldiers and civilians.
 E1422300 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Retrograde | Statement: [Matthew Heineman, notableWork, Retrograde]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Retrograde
Context triple: [Matthew Heineman, notableWork, Retrograde]
  • A. Retrograde
    Retrograde is a song by British electronic musician James Blake, known for its haunting vocals, minimalist production, and emotional intensity.
  • B. Retrospective
    Retrospective is a curated program at the Locarno Film Festival that showcases historically significant or thematically linked films from cinema’s past.
  • C. Throwback
    Throwback is a large-scale abstract steel sculpture by American minimalist artist Tony Smith, known for its geometric form and monumental presence in public space.
  • D. Retrospecta
    Retrospecta is the annual student-edited journal of the Yale School of Architecture, showcasing the school’s design work, research, and critical writing.
  • E. Hindsight
    Hindsight is a stage musical featuring actress Donna Murphy in a prominent role.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Retrograde
Triple: [Matthew Heineman, notableWork, Retrograde]
Generated description
Retrograde is a 2022 documentary film by Matthew Heineman that chronicles the final months of the U.S. withdrawal from Afghanistan and its impact on Afghan soldiers and civilians.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Retrograde
Target entity description: Retrograde is a 2022 documentary film by Matthew Heineman that chronicles the final months of the U.S. withdrawal from Afghanistan and its impact on Afghan soldiers and civilians.
  • A. Retrograde
    Retrograde is a song by British electronic musician James Blake, known for its haunting vocals, minimalist production, and emotional intensity.
  • B. Retrospective
    Retrospective is a curated program at the Locarno Film Festival that showcases historically significant or thematically linked films from cinema’s past.
  • C. Throwback
    Throwback is a large-scale abstract steel sculpture by American minimalist artist Tony Smith, known for its geometric form and monumental presence in public space.
  • D. Retrospecta
    Retrospecta is the annual student-edited journal of the Yale School of Architecture, showcasing the school’s design work, research, and critical writing.
  • E. Hindsight
    Hindsight is a stage musical featuring actress Donna Murphy in a prominent role.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69e0b4c652388190b782cad965e5a098 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e676931fe08190b278d829a745701f completed April 20, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a085a2bbcc8819092432b45bebafde6 completed May 16, 2026, 11:51 a.m.
NEDg Description generation batch_6a085ac5b5f4819083c4d12e9cabc758 completed May 16, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_6a085bc0781c81909fc53a83291badc0 completed May 16, 2026, 11:57 a.m.
Created at: April 16, 2026, 11:07 a.m.